Visual object recognition: Do we (finally) know more now than we did?

I Gauthier, MJ Tarr - Annual review of vision science, 2016 - annualreviews.org
How do we recognize objects despite changes in their appearance? The past three decades
have been witness to intense debates regarding both whether objects are encoded …

The dissimilarity space: Bridging structural and statistical pattern recognition

RPW Duin, E Pękalska - Pattern Recognition Letters, 2012 - Elsevier
Human experts constitute pattern classes of natural objects based on their observed
appearance. Automatic systems for pattern recognition may be designed on a structural …

[图书][B] Automated taxon identification in systematics: theory, approaches and applications

N MacLeod - 2007 - taylorfrancis.com
The automated identification of biological objects or groups has been a dream among
taxonomists and systematists for centuries. However, progress in designing and …

Neural representation for object recognition in inferotemporal cortex

SR Lehky, K Tanaka - Current opinion in neurobiology, 2016 - Elsevier
Highlights•Object representation is intermediate between parts-based and holistic
descriptions.•Intrinsic dimensionality of object representations is approximately one …

Tuning for shape dimensions in macaque inferior temporal cortex

G Kayaert, I Biederman… - European Journal of …, 2005 - Wiley Online Library
It is widely assumed that distributed bell‐shaped tuning (eg Radial Basis functions)
characterizes the shape selectivity of macaque inferior temporal (IT) neurons, analogous to …

Using conceptual spaces to model actions and events

P Gärdenfors, M Warglien - Journal of semantics, 2012 - academic.oup.com
Actions and events are central to a semantics of natural language. In this article, we present
a cognitively based model of these notions. After giving a general presentation of the theory …

How position dependent is visual object recognition?

DJ Kravitz, LD Vinson, CI Baker - Trends in cognitive sciences, 2008 - cell.com
Visual object recognition is often assumed to be insensitive to changes in retinal position,
leading to theories and formal models incorporating position-independent object …

Learning to see faces and objects

MJ Tarr, YD Cheng - Trends in cognitive sciences, 2003 - cell.com
Visual recognition of objects is an impressively difficult problem that biological systems solve
effortlessly. We consider two aspects of this ability. First, is the recognition of all objects …

Shape tuning in macaque inferior temporal cortex

G Kayaert, I Biederman, R Vogels - Journal of Neuroscience, 2003 - Soc Neuroscience
Neurons in the inferior temporal cortex (IT) of the macaque fire more strongly to some
shapes than others, but little is known about how to characterize this shape tuning more …

[HTML][HTML] Visual and haptic perceptual spaces show high similarity in humans

N Gaissert, C Wallraven, HH Bülthoff - Journal of vision, 2010 - iovs.arvojournals.org
In this study, we show that humans form highly similar perceptual spaces when they explore
complex objects from a parametrically defined object space in the visual and haptic …